Published: 2024-10-05 | Origin: Hacker News

Apple's AI research team has introduced a new model called Depth Pro, which greatly enhances the ability of machines to perceive depth by generating detailed 3D depth maps from single 2D images in less than a second, without needing traditional camera data. This innovation, detailed in a research paper titled “Depth Pro: Sharp Monocular Metric Depth in Less Than a Second,” represents a significant advancement in monocular depth estimation—an area that has historically required multiple images or additional metadata to accurately determine depth.

Published: 2024-10-05 | Origin: /r/programming

In this edition of the Engineering With Java newsletter, 10 curated articles on Java and Spring are featured. Topics include SQL best practices, Spring AI, the Decorator Pattern, and Bean Validation. Highlights: 1. **SQL Best Practices**: Recommendations for query optimization include using indexes, avoiding SELECT *, and employing EXISTS over IN for large datasets. The article emphasizes efficient database interactions through connection pooling and batch processing. 2. **Decorator Pattern**: Explained in the context of an online payment system,

Published: 2024-10-05 | Origin: Hacker News

The content discusses the creation of a simple tool to detect if an audio file was generated by NotebookLM, prompted by an increase in spam from fake podcasts on the Listen Notes platform. Despite attempts to communicate with the NotebookLM team for help, the developers decided to create their own detection script due to a lack of response. They provide instructions on how to use the script and train the detection model if needed.

Published: 2024-10-04 | Origin: Hacker News

In postwar Warsaw, the author's grandmother Zosia provided dental care for prisoners and spies, giving her unique insights into the hidden histories of her era. The text reflects on the significance of teeth, highlighting their duality as both hardened structures and a source of vulnerability. Teeth symbolize our evolution as mammals, showcasing our omnivorous diet and connection to both aggression and industrious eating habits. The author recalls personal experiences with dental pain, likening it to a deep source of human suffering. The narrative also

Published: 2024-10-04 | Origin: Hacker News

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Published: 2024-10-04 | Origin: /r/programming

A study by Uplevel reveals that the use of AI coding tools, specifically GitHub Copilot, may negatively impact developer productivity and code quality. The research indicated a 41% increase in bugs associated with Copilot, raising concerns about the tool's effectiveness in improving developer output and reducing burnout. Despite reduced working hours for both control and test groups, developers using Copilot reported no relief from work-related stress and spent more time reviewing AI-generated code, potentially offsetting any time savings. The developer

Published: 2024-10-04 | Origin: /r/programming

The article titled "Introduction to API Development: Essential Tools and Technologies" emphasizes the importance of API development in modern software architecture, allowing seamless interaction between applications and services. It highlights that selecting the right tools and technologies can enhance the development process and performance of APIs, whether for simple applications or complex microservices. Key topics covered include essential frameworks, best practices for creating scalable and secure APIs, backend programming languages, libraries, testing tools, and deployment strategies. The article also discusses JSON format for API requests and

Published: 2024-10-04 | Origin: Hacker News

The Stack Exchange network comprises 183 Q&A communities, with Stack Overflow being the largest and most trusted platform for developers to learn, share knowledge, and advance their careers. The latest feature on Stack Overflow for Teams includes AI tools for search, integrated development environments (IDE), and chat functionality, aimed at enhancing collaboration in workplace environments. In a discussion about the development of early video games in the 1970s, the conversation highlights how games like Pong were created without programmable computers, focusing instead on

Published: 2024-10-04 | Origin: /r/programming

The author reflects on the risks of open sourcing a product, emphasizing that it relies on an optimistic view of human nature that may not be realistic. They point out that when a product is made open source, it depends on individuals' goodwill, which cannot be guaranteed. This perspective can be hazardous as people may act selfishly or exploit the system without contributing in return. Open source licenses don't prevent large corporations from benefiting from your work without offering anything back, and businesses often prioritize profit over ethics. The author

Published: 2024-10-04 | Origin: Hacker News

Mitmproxy 11 has been released with full support for HTTP/3 in both transparent and reverse proxy modes, along with significant DNS improvements. Gaurav Jain, a participant in this year's Google Summer of Code, worked on enhancing the networking capabilities of mitmproxy, including HTTP/3 and DNS functionalities. The update allows mitmproxy to handle both TCP and UDP packets for all HTTP versions, and has been successfully tested with browsers like Firefox and Chrome, as well as other clients.

Published: 2024-10-04 | Origin: /r/programming

Ghostport is a high-performance port spoofing tool implemented in Rust, designed to mislead port scanners through dynamic service emulation on all ports. It features customizable signatures, efficient asynchronous handling, and simple traffic redirection. Users can run Ghostport using default configurations or customize parameters such as address and logging levels. To effectively use Ghostport, users can utilize a signature file with regex patterns or raw text. Additionally, for redirecting incoming TCP traffic to Ghostport, users can employ iptables to set

Published: 2024-10-04 | Origin: Hacker News

Achieving intermediate fluency in Mandarin Chinese is often estimated to require around 4,000 hours (2,200 classroom hours and 1,800 hours of self-study), typically taking years. However, one individual claims to have reached this level in just 1,500 hours within a year. There is significant disagreement on proficiency estimates, with a rough average suggesting around 2,200 classroom hours necessary to pass the ILR 3 exam; however, actual levels may be closer to ILR

Published: 2024-10-04 | Origin: Hacker News

The content introduces "One," a new React framework designed for web and native app development, built on Vite. It aims to simplify the complexity of creating websites and apps by offering universal, typed routing that works across static, server, and client pages, along with an innovative data solution. The framework focuses on achieving simpler code and better cross-platform results, while addressing challenges related to data handling on the web, such as limited storage and the need for synchronization and caching. The partnership with Zero is

Published: 2024-10-04 | Origin: Hacker News

The author has been trying to reduce screen time and has started printing a custom "front page" of news each morning using a dot matrix printer purchased from eBay. They describe the project, detailing their setup with a Raspberry Pi connected to the printer, and mention the use of a PHP script to automate printing. The printer, a Star NP-10 from the mid-80s, was acquired at a lower price due to uncertainty about its functionality but worked well after some maintenance. The project supplies were

Published: 2024-10-04 | Origin: /r/programming

Herb Sutter discusses the topic of variable initialization in C++ in response to an inquiry from Sam Johnson. The confusion arises from the different definitions of "initialization" found in various C++ resources. While cppreference defines initialization for class types as occurring when the default constructor is called (i.e., line 1), this interpretation becomes more complex for built-in types like `int`. Sutter acknowledges that the common belief is that initialization happens on line 2 when a variable receives its first meaningful

Published: 2024-10-04 | Origin: /r/programming

FlyonUI is an open-source Tailwind CSS component library designed to provide a clean and efficient alternative to traditional Tailwind usage, which can result in cluttered HTML. It combines semantic classes with interactive headless JavaScript plugins, offering a toolkit for creating attractive user interfaces. FlyonUI can be easily integrated into existing Tailwind projects, requires Node.js and Tailwind CSS for installation, and involves adding specific configurations in the tailwind.config.js file and including JavaScript in your HTML for interactivity

Published: 2024-10-04 | Origin: Hacker News

The content introduces "Movie Gen," an advanced media foundation AI model that allows users to generate immersive videos and sounds using simple text inputs. The technology enables the creation, editing, and transformation of videos into unique custom pieces. Users can input text descriptions that summarize scenes, details, and actions, which Movie Gen then translates into high-definition videos at various aspect ratios. The model stands out in the industry for its ability to produce long, customized videos directly from text, showcasing various imaginative scenarios, such as a

Published: 2024-10-04 | Origin: /r/programming

The article discusses the concept of micro frontends (MFEs) in large tech companies, comparing them to microservices in back-end systems. While MFEs can provide benefits for larger teams with well-defined domains, the author expresses skepticism about their effectiveness for many teams, arguing that they may complicate code release, testing, and management. Instead, the author recommends starting with a modular monolith and refactoring domains before moving to a complex MFE architecture. The piece acknowledges that while microservices improve scalability

Published: 2024-10-04 | Origin: /r/programming

Over the past year, large language models (LLMs) have seen significant growth, prompting an enthusiast in data systems to explore this field. The article discusses practical experiences in developing an LLM application using Rust with flows.network. It highlights OpenAI's influential role in LLM development, despite recent leadership changes. For individual developers and small companies, training LLMs independently is nearly impossible. Instead, LLMs can be understood as functions trained on vast datasets that require prompts and context to generate relevant

Published: 2024-10-04 | Origin: /r/programming

FlyonUI is an open-source components library built on Tailwind CSS, featuring semantic classes and robust JavaScript plugins. It aims to streamline the design process by providing pre-made components, blocks, and templates that enhance workflow efficiency for developers. The library supports various themes, including light and dark modes, and offers numerous user interface components. Contributors from the open-source community, such as DaisyUI and PrelineJS, have significantly influenced the project's development. Developers are encouraged to participate and enhance FlyonUI